A computing device and method for cloud-assisted perceptual computing is described. The computing device includes a sensor to collect data for perceptual computing. The computing device also includes an analytics determiner to calculate a disposition result based on the data collected by the sensor and to calculate a confidence level of the disposition result. The computing device compares the confidence level to a threshold and sends the data to a cloud computing device in response to the confidence level being below the threshold.